Andreas Kerren
Orcid: 0000-0002-0519-2537Affiliations:
- Linköping University, Sweden
- Linnaeus University, Växjö, Sweden
According to our database1,
Andreas Kerren
authored at least 154 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
Designing a 3D gestural interface to support user interaction with time-oriented data as immersive 3D radar charts.
Virtual Real., March, 2024
2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualisations in Virtual Reality.
IEEE Trans. Vis. Comput. Graph., January, 2024
Visualization for Trust in Machine Learning Revisited: The State of the Field in 2023.
CoRR, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
2023
Supplemental Material: "2D, 2.5D, or 3D? An Exploratory Study on Multilayer Network Visualizations in Virtual Reality".
Dataset, August, 2023
VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics.
Comput. Graph. Forum, June, 2023
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees.
Inf. Vis., April, 2023
HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques.
Comput. Graph. Forum, February, 2023
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision Stumps.
CoRR, 2023
Designing a 3D Gestural Interface to Support User Interaction with Time-Oriented Data as Immersive 3D Radar Chart.
CoRR, 2023
User Preferences of Spatio-Temporal Referencing Approaches For Immersive 3D Radar Charts.
CoRR, 2023
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023
Proceedings of the 16th IEEE Pacific Visualization Symposium, 2023
Supporting University Research and Administration via Interactive Visual Exploration of Bibliographic Data.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
2022
FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches.
IEEE Trans. Vis. Comput. Graph., 2022
Inf. Vis., 2022
Comput. Graph., 2022
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the 15th IEEE Pacific Visualization Symposium, 2022
2021
Synthesis Lectures on Visualization, Morgan & Claypool Publishers, ISBN: 978-3-031-02608-9, 2021
IEEE Trans. Vis. Comput. Graph., 2021
StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics.
IEEE Trans. Vis. Comput. Graph., 2021
J. Integr. Des. Process. Sci., 2021
An Empirical Evaluation of Asymmetric Synchronous Collaboration Combining Immersive and Non-Immersive Interfaces Within the Context of Immersive Analytics.
Frontiers Virtual Real., 2021
VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization.
Comput. Graph. Forum, 2021
Proceedings of the 21st Eurographics Conference on Visualization, 2021
A Statement Report on the Use of Multiple Embeddings for Visual Analytics of Multivariate Networks.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Empirical Study: Visual Analytics for Comparing Stacking to Blending Ensemble Learning.
Proceedings of the 23rd International Conference on Control Systems and Computer Science, 2021
2020
J. Comput. Lang., 2020
IEEE Trans. Vis. Comput. Graph., 2020
J. Vis., 2020
A survey of surveys on the use of visualization for interpreting machine learning models.
Inf. Vis., 2020
Xtreaming: an incremental multidimensional projection technique and its application to streaming data.
CoRR, 2020
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations.
Comput. Graph. Forum, 2020
"Oh, that's where you are!" - Towards a Hybrid Asymmetric Collaborative Immersive Analytics System.
Proceedings of the NordiCHI '20: Shaping Experiences, 2020
Exploration of Time-Oriented Data in Immersive Virtual Reality Using a 3D Radar Chart Approach.
Proceedings of the NordiCHI '20: Shaping Experiences, 2020
Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020
2019
Proceedings of the 21st Eurographics Conference on Visualization, 2019
Finding Reasons for Vaccination Hesitancy: Evaluating Semi-Automatic Coding of Internet Discussion Forums.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Visualising and evaluating the effects of combining active learning with word embedding features.
Proceedings of the 15th Conference on Natural Language Processing, 2019
Proceedings of the 14th International Conference on Evaluation of Novel Approaches to Software Engineering, 2019
Topic modelling applied to a second language: A language adaptation and tool evaluation study.
Proceedings of the Selected Papers from the CLARIN Annual Conference 2019, Leipzig, Germany, September 30, 2019
2018
Proceedings of the 26th International Symposium on Graph Drawing and Network Visualization (GD 2018).
CoRR, 2018
Proceedings of the 20th Eurographics Conference on Visualization, 2018
Quality Models Inside Out: Interactive Visualization of Software Metrics by Means of Joint Probabilities.
Proceedings of the 2018 IEEE Working Conference on Software Visualization, 2018
Application of Interactive Computer-Assisted Argument Extraction to Opinionated Social Media Texts.
Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, 2018
Proceedings of the 11th International Symposium on Visual Information Communication and Interaction, 2018
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018
Vaccine Hesitancy in Discussion Forums: Computer-Assisted Argument Mining with Topic Models.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
ACM Trans. Interact. Intell. Syst., 2017
J. Graph Algorithms Appl., 2017
Visual Analysis of Relationships between Heterogeneous Networks and Texts: An Application on the IEEE VIS Publication Dataset.
Informatics, 2017
MVN-Reduce: Dimensionality Reduction for the Visual Analysis of Multivariate Networks.
Proceedings of the 19th Eurographics Conference on Visualization, 2017
Proceedings of the 19th Eurographics Conference on Visualization, 2017
Proceedings of the Speech and Computer - 19th International Conference, 2017
Proceedings of the Speech and Computer - 19th International Conference, 2017
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Proceedings of the International Workshop on Digital Disease Detection using Social Media, 2017
2016
MobilityGraphs: Visual Analysis of Mass Mobility Dynamics via Spatio-Temporal Graphs and Clustering.
IEEE Trans. Vis. Comput. Graph., 2016
J. Lang. Technol. Comput. Linguistics, 2016
Visual analysis of online social media to open up the investigation of stance phenomena.
Inf. Vis., 2016
Proceedings of the 18th Eurographics Conference on Visualization, 2016
Proceedings of the 7th International Symposium on Semantic Mining in Biomedicine, 2016
Proceedings of ACM IUI 2016 Workshop on Emotion and Visualization, 2016
Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016
Proceedings of the Workshop on Computational Modeling of People's Opinions, 2016
Proceedings of the Third Workshop on Argument Mining, 2016
2015
J. Vis. Lang. Comput., 2015
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015
Proceedings of the Visualization and Data Analysis 2015, 2015
Harnessing WebGL and WebSockets for a Web-Based Collaborative Graph Exploration Tool.
Proceedings of the Engineering the Web in the Big Data Era - 15th International Conference, 2015
Proceedings of the Graph Drawing and Network Visualization - 23rd International Symposium, 2015
Proceedings of the Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments, 2015
Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015
Expanding a dictionary of marker words for uncertainty and negation using distributional semantics.
Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis, 2015
2014
IEEE Computer Graphics and Applications, 2014
Proceedings of SIGRAD 2014, Visual Computing, June 12-13, 2014, Göteborg, Sweden, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the 5th International Conference on Information Visualization Theory and Applications, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
Proceedings of the Approaches in Integrative Bioinformatics - Towards the Virtual Cell, 2014
2013
Exploring biological data: Mappings between ontology- and cluster-based representations.
Inf. Vis., 2013
Information Visualization - Towards Multivariate Network Visualization (Dagstuhl Seminar 13201).
Dagstuhl Reports, 2013
IEEE Computer Graphics and Applications, 2013
Proceedings of the 15th Eurographics Conference on Visualization, 2013
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013
Interaction and evaluation techniques for information visualization: future directions.
Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI), 2013
Proceedings of the Visualization and Data Analysis 2013, 2013
Proceedings of the Late-Breaking Results, 2013
Proceedings of the 17th International Conference on Information Visualisation, 2013
WebComets: A Tab-Oriented Approach for Browser History Visualization.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013
Proceedings of the Multivariate Network Visualization, 2013
Proceedings of the Multivariate Network Visualization, 2013
2012
Künstliche Intell., 2012
Inf. Vis., 2012
Proceedings of the Winter Simulation Conference, 2012
Proceedings of the Visualization and Data Analysis 2012, 2012
Proceedings of SIGRAD 2012, 2012
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012
Tangible and Wearable User Interfaces for Supporting Collaboration among Emergency Workers.
Proceedings of the Collaboration and Technology - 18th International Conference, 2012
2011
Inf. Vis., 2011
Controlling In-Vehicle Systems with a Commercial EEG Headset: Performance and Cognitive Load.
Proceedings of the Visualization of Large and Unstructured Data Sets: Applications in Geospatial Planning, Modeling and Engineering, 2011
Detecting Insight and Emotion in Visualization Applications with a Commercial EEG Headset.
Proceedings of SIGRAD 2011. Evaluations of Graphics and Visualization, 2011
Proceedings of the 15th International Conference on Information Visualisation, 2011
Proceedings of the HCI International 2011 - Posters' Extended Abstracts, 2011
An Interactive Web-Based Visualization Tool in Action: User Testing and Usability Aspects.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011
2010
Proceedings of the ACM 2010 Symposium on Software Visualization, 2010
The Network Lens: Interactive Exploration of Multivariate Networks Using Visual Filtering.
Proceedings of the 14th International Conference on Information Visualisation, 2010
Proceedings of the Advances in Visual Computing - 6th International Symposium, 2010
Proceedings of the Graph Drawing - 18th International Symposium, 2010
Proceedings of the Information Visualization, 13.06. - 18.06.2010, 2010
Proceedings of the Information Visualization, 13.06. - 18.06.2010, 2010
2009
Challenges in human-centered information visualization: Introduction to the special issue.
Inf. Vis., 2009
Inf. Vis., 2009
Proceedings of the Software Engineering 2009, 2009
Proceedings of the Human Aspects of Visualization, 2009
A Novel Grid-Based Visualization Approach for Metabolic Networks with Advanced Focus&Context View.
Proceedings of the Graph Drawing, 17th International Symposium, 2009
Proceedings of the Graph Drawing, 17th International Symposium, 2009
2008
Proceedings of the Information Visualization - Human-Centered Issues and Perspectives, 2008
IEEE Trans. Vis. Comput. Graph., 2008
ACM SIGCSE Bull., 2008
2007
Workshop report: information visualization-human-centered issues in visual representation, interaction, and evaluation.
Inf. Vis., 2007
Int. J. Web Inf. Syst., 2007
07221 Abstracts Collection -- Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation.
Proceedings of the Information Visualization, 2007
07221 Executive Summary - Information Visualization - Human-Centered Issues in Visual Representation, Interaction, and Evaluation.
Proceedings of the Information Visualization, 2007
2006
ACM SIGCSE Bull., 2006
Proceedings of the ACM 2006 Symposium on Software Visualization, 2006
Proceedings of the Human-Centered Visualization Environments, 2006
2005
Proceedings of the 2005 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC 2005), 2005
Proceedings of the Graph Drawing, 8.-13. May 2005, 2005
2004
Proceedings of the 9th Annual SIGCSE Conference on Innovation and Technology in Computer Science Education, 2004
2002
Inform. Forsch. Entwickl., 2002
Proceedings of the 1st International Workshop on Visualizing Software for Understanding and Analysis, 2002
2001
Proceedings of the 3rd Joint Eurographics - IEEE TCVG Symposium on Visualization, 2001
Proceedings of the 32rd SIGCSE Technical Symposium on Computer Science Education, 2001
Proceedings of the Software Visualization, 2001
2000
Tagungsbericht über den GI-Workshop Softwarevisualisierung 2000 am 11. und 12. Mai 2000 in Dagstuhl.
Softwaretechnik-Trends, 2000
Informatica Didact., 2000
Proceedings of the Implementation and Application of Automata, 2000
1999
Animation of the Generation and Computation of Finite Automata for Learning Software.
Proceedings of the Automata Implementation, 1999